Signature | Description | Parameters |
---|---|---|
template<typename ... Ts> DataFrame<I> get_data(const std::vector<const char *> col_names) const; |
This returns a DataFrame with index and col_names copied from the original DataFrame |
Ts: List types of col_names col_names: List of column names |
template<typename ... Ts> DataFrameView<I> get_view(const std::vector<const char *> col_names); |
It behaves like get_data(), but it returns a DataFrameView. A view is a DataFrame that is a reference to the original DataFrame. So if you modify anything in the view the original DataFrame will also be modified. NOTE: There are certain operations that you cannot do with a view. For example, you cannot add/delete columns, etc. NOTE: Views could not be const, becuase you can change original data through views. |
Ts: List types of col_names col_names: List of column names |
template<typename ... Ts> DataFrameConstView<I> get_view(const std::vector<const char *> col_names) const; |
Same as above view, but it returns a const view. You can not change data in const views. But if the data is changed in the original DataFrame or through another view, it is refelcted in the const view. |
Ts: List types of col_names col_names: List of column names |
static void test_get_data() { std::cout << "\nTesting get_[data|view]() ..." << std::endl; std::vector<unsigned long> idx = { 123450, 123451, 123452, 123453, 123454, 123455, 123456, 123457, 123458, 123459, 123460, 123461, 123462, 123466 }; std::vector<double> d1 = { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14 }; std::vector<double> d2 = { 8, 9, 10, 11, 12, 13, 14, 20, 22, 23, 30, 31, 32, 1.89 }; std::vector<double> d3 = { 15, 16, 17, 18, 19, 20, 21, 0.34, 1.56, 0.34, 2.3, 0.1, 0.89, 0.45 }; std::vector<int> i1 = { 22, 23, 24, 25, 99, 100, 101, 3, 2 }; MyDataFrame df; df.load_data(std::move(idx), std::make_pair("col_1", d1), std::make_pair("col_2", d2), std::make_pair("col_3", d3), std::make_pair("col_4", i1)); auto df2 = df.get_data<double, int>({ "col_1", "col_4"}); assert((! df2.has_column("col_2"))); assert((! df2.has_column("col_3"))); assert((df2.get_column<double>("col_1")[11] == 12)); assert((df2.get_column<int>("col_4")[8] == 2)); assert((df2.get_index()[3] == 123453)); const MyDataFrame &const_df = df; DataFrameView<unsigned long> df3 = df.get_view<double, int>({ "col_1", "col_4"}); DataFrameConstView<unsigned long> const_df3 = const_df.get_view<double, int>({ "col_1", "col_4"}); assert((! df3.has_column("col_2"))); assert((! df3.has_column("col_3"))); assert((df3.get_column<double>("col_1")[11] == 12)); assert((df3.get_column<int>("col_4")[8] == 2)); assert((df3.get_index()[3] == 123453)); df3.get_index()[3] = 100; df3.get_column<int>("col_4")[8] = 101; df3.get_column<double>("col_1")[11] = 102.2; assert((df3.get_column<double>("col_1")[11] == 102.2)); assert((df3.get_column<int>("col_4")[8] == 101)); assert((df3.get_index()[3] == 100)); assert((df.get_column<double>("col_1")[11] == 102.2)); assert((df.get_column<int>("col_4")[8] == 101)); assert((df.get_index()[3] == 100)); assert((const_df3.get_column<double>("col_1")[11] == 102.2)); assert((const_df3.get_column<int>("col_4")[8] == 101)); assert((const_df3.get_index()[3] == 100)); }